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2020 – today
- 2023
[c21]Xiaofei Sun, Xiaoya Li, Yuxian Meng, Xiang Ao, Lingjuan Lyu, Jiwei Li, Tianwei Zhang:
Defending against Backdoor Attacks in Natural Language Generation. AAAI 2023: 5257-5265- [c20]Shuhe Wang, Yuxian Meng, Rongbin Ouyang, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Guoyin Wang:
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN. ACL (Findings) 2023: 12679-12692 - 2022
- [j1]Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan:
Sentence Similarity Based on Contexts. Trans. Assoc. Comput. Linguistics 10: 573-588 (2022) - [c19]Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li:
Fast Nearest Neighbor Machine Translation. ACL (Findings) 2022: 555-565 - [c18]Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li:
Dependency Parsing as MRC-based Span-Span Prediction. ACL (1) 2022: 2427-2437 - [c17]Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Han Qiu, Ziyao Wang, Guoyin Wang, Jun He:
An MRC Framework for Semantic Role Labeling. COLING 2022: 2188-2198 - [c16]Xiaofei Sun, Yufei Tian, Yuxian Meng, Nanyun Peng, Fei Wu, Jiwei Li, Chun Fan:
Paraphrase Generation as Unsupervised Machine Translation. COLING 2022: 6379-6391 - [c15]Xiaofei Sun, Zijun Sun, Yuxian Meng, Jiwei Li, Chun Fan:
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. COLING 2022: 6392-6402 - [c14]Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan:
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. ICLR 2022 - [c13]Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li:
GNN-LM: Language Modeling based on Global Contexts via GNN. ICLR 2022 - [c12]Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan:
Triggerless Backdoor Attack for NLP Tasks with Clean Labels. NAACL-HLT 2022: 2942-2952 - [i37]Shuhe Wang, Xiaoya Li, Yuxian Meng, Tianwei Zhang, Rongbin Ouyang, Jiwei Li, Guoyin Wang:
kNN-NER: Named Entity Recognition with Nearest Neighbor Search. CoRR abs/2203.17103 (2022) - [i36]Shuhe Wang, Yuxian Meng, Rongbin Ouyang, Jiwei Li, Tianwei Zhang, Lingjuan Lyu, Guoyin Wang:
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN. CoRR abs/2212.02017 (2022) - 2021
- [c11]Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu:
BertGCN: Transductive Text Classification by Combining GNN and BERT. ACL/IJCNLP (Findings) 2021: 1456-1462 - [c10]Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li:
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. ACL/IJCNLP (1) 2021: 2065-2075 - [c9]Guoxin Yu, Jiwei Li, Ling Luo, Yuxian Meng, Xiang Ao, Qing He:
Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension. EMNLP (Findings) 2021: 1331-1342 - [c8]Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li:
ConRPG: Paraphrase Generation using Contexts as Regularizer. EMNLP (1) 2021: 2551-2562 - [c7]Chun Fan, Jiwei Li, Tianwei Zhang, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun:
Layer-wise Model Pruning based on Mutual Information. EMNLP (1) 2021: 3079-3090 - [c6]Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang:
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. EMNLP (1) 2021: 3102-3115 - [i35]Yuxiao Lin, Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, Fei Wu:
BertGCN: Transductive Text Classification by Combining GCN and BERT. CoRR abs/2105.05727 (2021) - [i34]Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan:
Sentence Similarity Based on Contexts. CoRR abs/2105.07623 (2021) - [i33]Leilei Gan, Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, Jiwei Li:
Dependency Parsing as MRC-based Span-Span Prediction. CoRR abs/2105.07654 (2021) - [i32]Shuhe Wang, Yuxian Meng, Xiaofei Sun, Fei Wu, Rongbin Ouyang, Rui Yan, Tianwei Zhang, Jiwei Li:
Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation. CoRR abs/2105.14445 (2021) - [i31]Chun Fan, Yuxian Meng, Xiaofei Sun, Fei Wu, Tianwei Zhang, Jiwei Li:
Parameter Estimation for the SEIR Model Using Recurrent Nets. CoRR abs/2105.14524 (2021) - [i30]Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, Jiwei Li:
Fast Nearest Neighbor Machine Translation. CoRR abs/2105.14528 (2021) - [i29]Chun Fan, Xiaoya Li, Yuxian Meng, Xiaofei Sun, Xiang Ao, Fei Wu, Jiwei Li, Tianwei Zhang:
Defending against Backdoor Attacks in Natural Language Generation. CoRR abs/2106.01810 (2021) - [i28]Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li:
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. CoRR abs/2106.16038 (2021) - [i27]Chun Fan, Jiwei Li, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun:
Layer-wise Model Pruning based on Mutual Information. CoRR abs/2108.12594 (2021) - [i26]Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu, Yuxian Meng, Jun Zhang:
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. CoRR abs/2108.12731 (2021) - [i25]Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li:
ConRPG: Paraphrase Generation using Contexts as Regularizer. CoRR abs/2109.00363 (2021) - [i24]Chun Fan, Yufei Tian, Yuxian Meng, Nanyun Peng, Xiaofei Sun, Fei Wu, Jiwei Li:
Paraphrase Generation as Unsupervised Machine Translation. CoRR abs/2109.02950 (2021) - [i23]Nan Wang, Jiwei Li, Yuxian Meng, Xiaofei Sun, Jun He:
An MRC Framework for Semantic Role Labeling. CoRR abs/2109.06660 (2021) - [i22]Shuhe Wang, Yuxian Meng, Xiaoya Li, Xiaofei Sun, Rongbin Ouyang, Jiwei Li:
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts. CoRR abs/2109.12761 (2021) - [i21]Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan:
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. CoRR abs/2110.02467 (2021) - [i20]Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, Jiwei Li:
GNN-LM: Language Modeling based on Global Contexts via GNN. CoRR abs/2110.08743 (2021) - [i19]Xiaofei Sun, Diyi Yang, Xiaoya Li, Tianwei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, Eduard H. Hovy, Jiwei Li:
Interpreting Deep Learning Models in Natural Language Processing: A Review. CoRR abs/2110.10470 (2021) - [i18]Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Shangwei Guo, Chun Fan:
Triggerless Backdoor Attack for NLP Tasks with Clean Labels. CoRR abs/2111.07970 (2021) - [i17]Shuhe Wang, Jiwei Li, Yuxian Meng, Rongbin Ouyang, Guoyin Wang, Xiaoya Li, Tianwei Zhang, Shi Zong:
Faster Nearest Neighbor Machine Translation. CoRR abs/2112.08152 (2021) - 2020
- [c5]Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li:
Dice Loss for Data-imbalanced NLP Tasks. ACL 2020: 465-476 - [c4]Xiaoya Li, Jingrong Feng
, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li:
A Unified MRC Framework for Named Entity Recognition. ACL 2020: 5849-5859 - [c3]Xiaoya Li, Yuxian Meng, Mingxin Zhou, Qinghong Han, Fei Wu, Jiwei Li:
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection. NeurIPS 2020 - [i16]Xiaoya Li, Yuxian Meng, Arianna Yuan, Fei Wu, Jiwei Li:
LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention. CoRR abs/2002.03084 (2020) - [i15]Qinghong Han, Yuxian Meng, Fei Wu, Jiwei Li:
Non-Autoregressive Neural Dialogue Generation. CoRR abs/2002.04250 (2020) - [i14]Xiaoya Li, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li:
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection. CoRR abs/2003.09833 (2020) - [i13]Jiawei Wu, Xiaoya Li, Xiang Ao, Yuxian Meng, Fei Wu, Jiwei Li:
Improving Robustness and Generality of NLP Models Using Disentangled Representations. CoRR abs/2009.09587 (2020) - [i12]Yuxian Meng, Chun Fan, Zijun Sun, Eduard H. Hovy, Fei Wu, Jiwei Li:
Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability. CoRR abs/2010.06943 (2020) - [i11]Xiaofei Sun, Chun Fan, Zijun Sun, Yuxian Meng, Fei Wu, Jiwei Li:
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. CoRR abs/2010.07074 (2020) - [i10]Zijun Sun, Chun Fan, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li:
Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining. CoRR abs/2011.08626 (2020) - [i9]Zijun Sun, Chun Fan, Qinghong Han, Xiaofei Sun, Yuxian Meng, Fei Wu, Jiwei Li:
Self-Explaining Structures Improve NLP Models. CoRR abs/2012.01786 (2020) - [i8]Yuxian Meng, Shuhe Wang, Qinghong Han, Xiaofei Sun, Fei Wu, Rui Yan, Jiwei Li:
OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts. CoRR abs/2012.15015 (2020)
2010 – 2019
- 2019
- [c2]Xiaoya Li, Yuxian Meng, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li:
Is Word Segmentation Necessary for Deep Learning of Chinese Representations? ACL (1) 2019: 3242-3252 - [c1]Yuxian Meng, Wei Wu, Fei Wang, Xiaoya Li, Ping Nie, Fan Yin, Muyu Li, Qinghong Han, Xiaofei Sun, Jiwei Li:
Glyce: Glyph-vectors for Chinese Character Representations. NeurIPS 2019: 2742-2753 - [i7]Yuxian Meng, Wei Wu, Fei Wang, Xiaoya Li, Ping Nie, Fan Yin, Muyu Li, Qinghong Han, Xiaofei Sun, Jiwei Li:
Glyce: Glyph-vectors for Chinese Character Representations. CoRR abs/1901.10125 (2019) - [i6]Yuxian Meng, Xiaoya Li, Xiaofei Sun, Qinghong Han, Arianna Yuan, Jiwei Li:
Is Word Segmentation Necessary for Deep Learning of Chinese Representations? CoRR abs/1905.05526 (2019) - [i5]Yuxian Meng, Muyu Li, Wei Wu, Jiwei Li:
DSReg: Using Distant Supervision as a Regularizer. CoRR abs/1905.11658 (2019) - [i4]Yuxian Meng, Xiaoya Li, Zijun Sun, Jiwei Li:
Query-Based Named Entity Recognition. CoRR abs/1908.09138 (2019) - [i3]Yuxian Meng, Xiangyuan Ren, Zijun Sun, Xiaoya Li, Arianna Yuan, Fei Wu, Jiwei Li:
Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs. CoRR abs/1909.11861 (2019) - [i2]Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li:
A Unified MRC Framework for Named Entity Recognition. CoRR abs/1910.11476 (2019) - [i1]Xiaoya Li, Xiaofei Sun, Yuxian Meng, Junjun Liang, Fei Wu, Jiwei Li:
Dice Loss for Data-imbalanced NLP Tasks. CoRR abs/1911.02855 (2019)
Coauthor Index
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